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Pyramid Technology Solutions, Inc.
Hybrid in New York, New York • Yesterday
Easy Apply
Contract
Depends on Experience
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Cetera Financial Group, Inc.
San Diego, California • Today
Full-time
USD 105,000.00 - 150,000.00 per year
Title: ML Engineer
Location: Manhattan, NY
Work Model: Hybrid, 3 days per week at NY office location
Employment Type: Contract or Fulltime
Role Overview
The ML Engineer LLM Platforms & Assistants will design, build, and operate production-grade large language model (LLM) pipelines primarily within AWS-based environments. This role focuses on integrating OpenAI models into modular Python services, implementing Retrieval-Augmented Generation (RAG) and semantic search, and deploying scalable, secure, and observable AI assistants.
Key Responsibilities
Design and maintain LLM integrations using OpenAI APIs within AWS environments.
Build Python-based LLM services deployed on AWS compute platforms (ECS, EKS, Lambda, or EC2).
Implement RAG workflows and semantic search using AWS data and storage services.
Develop LangChain or agentic workflows supporting reasoning and tool use.
Integrate LLM pipelines with ETL/ELT workflows and enterprise data systems.
Deploy and integrate MCP servers and emerging orchestration tools.
Apply AWS security best practices using IAM, KMS, and Secrets Manager.
Implement monitoring and observability using CloudWatch and related tools.
Migrate custom GPT solutions into production-grade AWS-hosted assistants.
Ideal Candidate Profile
4 7+ years in software, ML, or applied AI engineering.
Strong Python proficiency.
Experience with RAG and semantic search.
Hands-on OpenAI LLM integration experience.
Experience deploying systems in AWS (S3, Lambda, ECS/EKS, IAM).
Preferred Qualifications
Experience with Amazon Bedrock.
AWS data services: Glue, Athena, OpenSearch, Aurora.
ETL/ELT pipeline development.
LLM orchestration and reasoning workflows.
Benchmarking and LLM evaluation.
Infrastructure as Code (CDK, CloudFormation, Terraform).
Education
Bachelor s degree in Computer Science, Engineering, Information Systems, or equivalent experience.
We, at Pyramid Technology Solutions (PTS), provide you world-class and highly satisfactory services across various verticals like IT consulting, business technology, and software development and professional staffing.
Founded in 1998, PTS has come a long way earning experience, continued success and a well-satisfied clientele and is a one-stop solution for all the IT needs.
The lateral surfaces of Specialized Staffing, IT services and Product management converge to a single point that forms the apex for our pyramid, the Pyramid Technology Solutions (PTS) on the base of integrity, customer satisfaction, cost-efficiency and eminent skills. Just like a pyramid, we progress with power coupled with high expertise, high efficiency and high energy. We will meet your needs within two to four weeks, at the best price, with unmatched direct one on one customer service.
We are powered by an army of highly skilled professionals across all the domains who deliver lifecycle solutions, which are on par with CMMI Level 3 standards. The services include development, migration, testing, support and maintenance along with IT staff augmentation services, besides spanning across ERP and cutting-edge IT. Ability coupled with ease, expertise blended with experience come natural to us at PTS as we envisage emerging as an ISO-certified company in the near future.
No longer would you go for the random resources as long as we partner you in specialized staffing. Our team of experts ensures you a hassle-free experience of recruitment of some of the best personnel for your organization. After all, we believe it is the staff that makes any company stand firm.
While we help you cut costs and focus on your business needs and expand your orbit of growth, we ensure transparency and quality in every project we embark on. We, at PTS, are devoted to provide you apt solutions with the right platforms and sophisticated technology for all your business needs.
We serve companies in North America and Asia. We're based in metropolitan Indiana with offices in Chicago, Los Angeles and New York. Our wholly owned, fully equipped development centers are located in Hyderabad and Vijayawada, India.
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